The attic was a mausoleum of lost moments. Dust motes danced in the lone ray of sun that pierced the gloom. Sarah, tracing the spines of forgotten books, stumbled upon a small, leather-bound diary. It contained a single, unsent letter.

The words were raw, laced with the sharp, bitter taste of resentment. She had written it to her father, a man she had always struggled to understand. Now, rereading it, the venomous tone made her wince. The anger, once burning, now felt like a cold ember.

She sank onto a dusty trunk, the diary clutched tightly in her hands. A single tear escaped, tracing a path down her cheek. The words, once meant to wound, now felt like a wound inflicted upon herself. The silence in the attic thrummed with unspoken accusations, a heavy weight that settled upon her.

Emotion: sorry

Cluster: Sadness / Despair
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.36

Role in Research

This story is one of 1,000 stories generated for the emotion sorry. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 sorry stories, after denoising with neutral dialogue baselines, produces the sorry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sorry vector is projected through the unembedding matrix.

Promoted:
S0.604
L0.549
😞0.382
😔0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288